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author:

Chen, Xing (Chen, Xing.) [1] (Scholars:陈星) | Li, Ming (Li, Ming.) [2] | Zhong, Hao (Zhong, Hao.) [3] | Chen, Xiaona (Chen, Xiaona.) [4] | Ma, Yun (Ma, Yun.) [5] | Hsu, Ching-Hsien (Hsu, Ching-Hsien.) [6]

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Scopus

Abstract:

Mobile edge computing (MEC) offers a promising technology that deploys computing resources closer to mobile devices for improving performance. Most of the existing studies support on-demand remote execution of the computing tasks in applications through program transformation, but they commonly assume that mobile devices merely resort a single server for computation offloading, which cannot make full use of the scattered and changeable computing resources. Thus, for object-oriented applications, we propose a novel approach, called FUNOff to support dynamic offloading of applications in MEC at the function granularity. First, we extract a call tree via code analysis and locate the function invocations that are suitable for offloading. Next, we refactor the code of related object functions according to a specific program structure. Finally, we make offloading decisions referring to the context at runtime and send function invocations to multiple remote servers for execution. We evaluate the proposed FUNOff on two real-world applications. The results show that, compared with other approaches, FUNOff better supports the computation offloading of object-oriented applications in MEC, which reduces the response time by 10.7%-58.2%. IEEE

Keyword:

Cloud computing Code analysis computation offloading Drones mobile edge computing Mobile handsets object-oriented application Random access memory Runtime Servers software adaptation Task analysis

Community:

  • [ 1 ] [Chen, X.]College of Computer and Data Science, Fuzhou University, Fuzhou, China
  • [ 2 ] [Li, M.]College of Computer and Data Science, Fuzhou University, Fuzhou, China
  • [ 3 ] [Zhong, H.]Department of Computer Science and Engineering, Shanghai Jiao Tong University, China
  • [ 4 ] [Chen, X.]College of Computer and Data Science, Fuzhou University, Fuzhou, China
  • [ 5 ] [Ma, Y.]School of Electronics Engineering and Computer Science, Peking University, China
  • [ 6 ] [Hsu, C.]Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan

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Source :

IEEE Transactions on Mobile Computing

ISSN: 1536-1233

Year: 2023

Issue: 2

Volume: 23

Page: 1-18

7 . 7

JCR@2023

7 . 7 0 0

JCR@2023

ESI HC Threshold:32

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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